Maloid-DS

The dataset is a substantial, well-organized Android Malware dataset that serves as a valuable resource for researchers specializing in the field of Android malware forensics.

WSN-DS

This is a specialized dataset for intrusion detection in Wireless Sensor Networks (WSNs). It contains 19 features and 374661 records that represent different types of Denial of Service (DoS) attacks including Blackhole, Grayhole, Flooding, and Scheduling attacks.

RansDS-API

This dataset provides the API-packages calls (belong to Android API 27) occurrences in 500 benign and 500 ransomware apps. It includes 201 features, the app ID, 199 API packages defined in API level 27, and the app category whether benign or ransomware.

RansDS-API-Duplicate

This dataset provides the API level 27 packages calls in 1785 ransomware apps including the duplicates.

RansDS-Permissions

This dataset provides the permissions (belong to Android API 27) occurrences in 500 benign and 500 ransomware apps. It includes 117 features including Apps IDs, 115 permissions, and the app category whether benign or ransomware.

RansDS-API & Permissions

The dataset was built based on 10,000 Android application samples (500 Ransomware and 9500 (Benign). This dataset includes 389 features; 228 API packages belong to Android API level R and 161 permissions belong to different protection levels (normal, signature, dangerous, and SignatureOrSystem). We counted the occurrences of these features on the collected samples.

RansImDS-API& Permissions

The dataset was built based on 10,000 Android application samples (500 Ransomware and 9500 (Benign). This dataset includes 389 features; 228 API packages belong to Android API level R and 161 permissions belong to different protection levels (normal, signature, dangerous, and SignatureOrSystem). We counted the occurrences of these features on the collected samples.

Android Permissions

The Android Permissions dataset contains all Android defined permissions including added and deprecated ones. It covers API level 1 (2008) to API level 30 (2020). Furthermore, it provides the protection level of each permission. Additionally, the dataset illustrates each group of the dangerous permissions.

RansApp-DS

This dataset contains the hashes of 2959 ransomware applications. They are collected from different sources such as from Koodous , RansomProper project and VirusTotal.

BenignApp-DS-1

This dataset includes samples of more than 672 recent benign applications downloaded from different categories in Google play store.

BenignApp-DS-2

The APK files of benign samples were downloaded from Google Play Store from different categories.